Human: They are adding in a key-value store for entities mentioned so far in the conversation.
AI:  That sounds like a great idea! How will the key-value store work?
Human: What do you know about Deven & Sam?
AI:  Deven and Sam are working on a hackathon project to add more complex memory structures to Langchain, including a key-value store for entities mentioned so far in the conversation. They seem to be very motivated and passionate about their project, and are working hard to make it a success.
Last line:
Human: Sam is the founder of a company called Daimon.
You:
> Finished chain.
"\nThat's impressive! It sounds like Sam is a very successful entrepreneur. What kind of company is Daimon?"
from pprint import pprint
pprint(conversation.memory.store)
{'Daimon': 'Daimon is a company founded by Sam.',
 'Deven': 'Deven is working on a hackathon project with Sam to add more '
          'complex memory structures to Langchain, including a key-value store '
          'for entities mentioned so far in the conversation.',
 'Key-Value Store': 'Key-Value Store: A data structure that stores values '
                    'associated with a unique key, allowing for efficient '
                    'retrieval of values. Deven and Sam are adding a key-value '
                    'store for entities mentioned so far in the conversation.',
 'Langchain': 'Langchain is a project that seeks to add more complex memory '
              'structures, including a key-value store for entities mentioned '
              'so far in the conversation.',
 'Sam': 'Sam is working on a hackathon project with Deven to add more complex '
        'memory structures to Langchain, including a key-value store for '